Greedy Biomarker Discovery in the Genome with Applications to Antimicrobial Resistance

Alexandre Drouin, Sébastien Giguère, Maxime Déraspe +3

The Set Covering Machine (SCM) is a greedy learning algorithm that produces sparse classifiers. We extend the SCM for datasets that contain a huge number of features. The whole gen…